Sentence examples for training complexity from inspiring English sources

Therefore an algorithm is needed that can reduce the training complexity.

These codebooks depend on the actual language combination and increase the training complexity.

In comparison to traditional monolithic neural networks, both the proposed architectures improve classification accuracy and minimize the training complexity.

These results suggest that the direction of activity-induced plastic changes depend on the level of training complexity as well as brain location.

Typically, it is assumed a diagonal structure for the covariance matrices of the Gaussian mixtures [15, 29], which reduces the training complexity.

Therefore, the choice of the desired detector can be an application dependent; however, the training complexity difference explained in the previous point might play a crucial factor on the decision.

Although being very good predictors, the training complexities of neural networks, HMMs, and binary time series models are a lot higher than those of the PST, and thus, they cannot be trained online.

There are three factors that force the increased use of flight simulators in training: the complexity of larger aircraft, the expense of their operation, and the increased complexity of the air-traffic control environment in which they operate.

We also discuss implementations of these approaches and analyze training time complexity associated with each approach.

The experiments conducted on Hadoop's fully distributed mode on Amazon EC2 demonstrate that our algorithm Meta-MapReduce (MMR) reduces the training computational complexity significantly when the number of computing nodes increases while obtaining smaller error rates than those on a single node.

Factors considered important for skill retention include the duration of retention interval, the quality of the original training, task complexity, and intrinsic learner differences [ 33].